49 citations · 66 across the 14 of their papers we have counts for
3 papers · 1 filter
Efficient Methods for Natural Language Processing: A Survey
Marcos Treviso, Ji-Ung Lee, Tianchu Ji +19
Recent work in natural language processing (NLP) has yielded appealing results from scaling model parameters and training data; however, using only scale to improve performance mea…
Transformers with Learnable Activation Functions
Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi +1
Activation functions can have a significant impact on reducing the topological complexity of input data and therefore improve the performance of the model. Selecting a suitable act…
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation
Lorenz Stangier, Ji-Ung Lee, Yuxi Wang +4
Collecting and annotating task-oriented dialog data is difficult, especially for highly specific domains that require expert knowledge. At the same time, informal communication cha…